Complex Energy Signal Model for Digital Human Fingerprint Matching
This paper describes a complex energy signal model
that is isomorphic with digital human fingerprint images. By using
signal models, the problem of fingerprint matching is transformed
into the signal processing problem of finding a correlation between
two complex signals that differ by phase-rotation and time-scaling. A
technique for minutiae matching that is independent of image
translation, rotation and linear-scaling, and is resistant to missing
minutiae is proposed. The method was tested using random data
points. The results show that for matching prints the scaling and
rotation angles are closely estimated and a stronger match will have a
higher correlation.
[1] Zalev, J.; Sedaghat, R., "Automatic fingerprint recognition algorithm."
Electrical and Computer Engineering, 2004. Canadian Conference on,
Volume: 4, 2-5 May 2004. Pages:2263 - 2266
[2] Jain, A.K.; Prabhakar, S.; Hong, L.; Pankanti, S., "FingerCode: a
filterbank for fingerprint representation and matching." Computer Vision
and Pattern Recognition, 1999. IEEE Computer Society, Volume: 2 , 23-
25 June 1999 Pages: 193
[3] Rerkrai, K.; Areekul, V., "A new reference point for fingerprint
recognition." Image Processing, 2000. Proceedings. 2000 International,
Volume: 2, 10-13 Sept. 2000. Pages:499 - 502
[4] Bigun, J.; Bigun, T.; Nilsson, K., "Recognition by symmetry derivatives
and the generalized structure tensor." Pattern Analysis and Machine
Intelligence, IEEE Transactions on, Volume: 26, Issue: 12 , Dec. 2004
Pages:1590 - 1605
[5] Tico, M.; Kuosmanen, P., "An algorithm for fingerprint image
postprocessing." Signals, Systems and Computers, 2000. Conference
Record of the Thirty-Fourth Asilomar, Volume: 2 , 29 Oct.-1 Nov. 2000
Pages:1735 - 1739
[6] Lathi, B. P. "Modern Digital and Analog Communication Systems."
Third Edition, Oxford University Press, New York (1998) Page: 23
[1] Zalev, J.; Sedaghat, R., "Automatic fingerprint recognition algorithm."
Electrical and Computer Engineering, 2004. Canadian Conference on,
Volume: 4, 2-5 May 2004. Pages:2263 - 2266
[2] Jain, A.K.; Prabhakar, S.; Hong, L.; Pankanti, S., "FingerCode: a
filterbank for fingerprint representation and matching." Computer Vision
and Pattern Recognition, 1999. IEEE Computer Society, Volume: 2 , 23-
25 June 1999 Pages: 193
[3] Rerkrai, K.; Areekul, V., "A new reference point for fingerprint
recognition." Image Processing, 2000. Proceedings. 2000 International,
Volume: 2, 10-13 Sept. 2000. Pages:499 - 502
[4] Bigun, J.; Bigun, T.; Nilsson, K., "Recognition by symmetry derivatives
and the generalized structure tensor." Pattern Analysis and Machine
Intelligence, IEEE Transactions on, Volume: 26, Issue: 12 , Dec. 2004
Pages:1590 - 1605
[5] Tico, M.; Kuosmanen, P., "An algorithm for fingerprint image
postprocessing." Signals, Systems and Computers, 2000. Conference
Record of the Thirty-Fourth Asilomar, Volume: 2 , 29 Oct.-1 Nov. 2000
Pages:1735 - 1739
[6] Lathi, B. P. "Modern Digital and Analog Communication Systems."
Third Edition, Oxford University Press, New York (1998) Page: 23
@article{"International Journal of Information, Control and Computer Sciences:50054", author = "Jason Zalev and Reza Sedaghat", title = "Complex Energy Signal Model for Digital Human Fingerprint Matching", abstract = "This paper describes a complex energy signal model
that is isomorphic with digital human fingerprint images. By using
signal models, the problem of fingerprint matching is transformed
into the signal processing problem of finding a correlation between
two complex signals that differ by phase-rotation and time-scaling. A
technique for minutiae matching that is independent of image
translation, rotation and linear-scaling, and is resistant to missing
minutiae is proposed. The method was tested using random data
points. The results show that for matching prints the scaling and
rotation angles are closely estimated and a stronger match will have a
higher correlation.", keywords = "Affine Invariant, Fingerprint Recognition, Matching,Minutiae.", volume = "2", number = "1", pages = "20-4", }